Evidence map›Paper›PMID 38648266›Full record

ArticleThe ISME journal2024

Ecological relevance of flagellar motility in soil bacterial communities.

Josep Ramoneda, Kunkun Fan, Jane M Lucas, Haiyan Chu, Andrew Bissett, Michael S Strickland, Noah Fierer

Open access · goldAbstract read
In one paragraph

Article in The ISME journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
12.4field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 27 citations in OpenAlex.

  1. Review
  2. Characterization of chemotaxis in soybean symbiontApplied and environmental microbiology · 2026
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  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Movement of bacteria in the soil and the rhizosphere.Applied and environmental microbiology · 2025
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Unveiling the multifaceted potential ofMicrobiology spectrum · 2024
    Article
  15. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 7 institutions in 4 countries.

Josep RamonedaCooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado, 80309 Boulder, CO, United States.
Kunkun FanLaboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, 210008 Nanjing, China.
Jane M LucasCary Institute of Ecosystem Studies, 12545 Millbrook, NY, United States.
Haiyan ChuLaboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, 210008 Nanjing, China.
Andrew BissettCSIRO, 7000 Hobart, Tasmania, Australia.
Michael S StricklandDepartment of Soil and Water Systems, University of Idaho, 83843 Moscow, ID, United States.
Noah FiererCooperative Institute for Research in Environmental Sciences (CIRES), University of Colorado, 80309 Boulder, CO, United States.
Cary Institute of Ecosystem Studies · USCentre d'Estudis Avançats de Blanes · ESChinese Academy of Sciences · CNCommonwealth Scientific and Industrial Research Organisation · AUInstitute of Soil Science · CNUniversity of Colorado Boulder · USUniversity of Idaho · US

Funding

Swiss National Science Foundation P2EZP3_199849US National Science Foundation 2131837
6 · The paper itself

Abstract

Flagellar motility is a key bacterial trait as it allows bacteria to navigate their immediate surroundings. Not all bacteria are capable of flagellar motility, and the distribution of this trait, its ecological associations, and the life history strategies of flagellated taxa remain poorly characterized. We developed and validated a genome-based approach to infer the potential for flagellar motility across 12 bacterial phyla (26 192 unique genomes). The capacity for flagellar motility was associated with a higher prevalence of genes for carbohydrate metabolism and higher maximum potential growth rates, suggesting that flagellar motility is more prevalent in environments with higher carbon availability. To test this hypothesis, we applied a method to infer the prevalence of flagellar motility in whole bacterial communities from metagenomic data and quantified the prevalence of flagellar motility across four independent field studies that each captured putative gradients in soil carbon availability (148 metagenomes). We observed a positive relationship between the prevalence of bacterial flagellar motility and soil carbon availability in all datasets. Since soil carbon availability is often correlated with other factors that could influence the prevalence of flagellar motility, we validated these observations using metagenomic data from a soil incubation experiment where carbon availability was directly manipulated with glucose amendments. This confirmed that the prevalence of bacterial flagellar motility is consistently associated with soil carbon availability over other potential confounding factors. This work highlights the value of combining predictive genomic and metagenomic approaches to expand our understanding of microbial phenotypic traits and reveal their general environmental associations.

Indexed as

BacteriaFlagellaSoil MicrobiologyBacterial Physiological PhenomenaCarbonGenome, BacterialMetagenomeMetagenomicsSoilCarbonSoilcommunity-aggregated traitsflagellar motilitymachine learningmicrobial life history strategiessoil bacterial communitysoil carbontrait-based microbial ecology

Identifiers

PMID38648266
PMCPMC11095265
OpenAlexW4394995687

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.